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Volumn 7568 LNAI, Issue , 2012, Pages 350-364

Kernelization of matrix updates, when and how?

Author keywords

Kernelization; multiplicative updates; rotational invariance

Indexed keywords

KERNELIZATION; LINEAR COMBINATIONS; LINEAR PARAMETERS; LINEAR PREDICTION; MATRIX UPDATES; MULTIPLICATIVE UPDATES; ORTHOGONAL TRANSFORMATIONS; ROTATIONAL INVARIANCES; SYMMETRIC MATRICES;

EID: 84867858407     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-34106-9_28     Document Type: Conference Paper
Times cited : (5)

References (18)
  • 1
    • 64149107285 scopus 로고    scopus 로고
    • A new approach to collaborative filtering: Operator estimation with spectral regularization
    • Abernethy, J., Bach, F., Evgeniou, T., Vert, J.P.: A new approach to collaborative filtering: Operator estimation with spectral regularization. Journal of Machine Learning 10, 803-826 (2009)
    • (2009) Journal of Machine Learning , vol.10 , pp. 803-826
    • Abernethy, J.1    Bach, F.2    Evgeniou, T.3    Vert, J.P.4
  • 3
    • 0035370926 scopus 로고    scopus 로고
    • Relative loss bounds for on-line density estimation with the exponential family of distributions
    • Azoury, K., Warmuth, M.K.: Relative loss bounds for on-line density estimation with the exponential family of distributions. Journal of Machine Learning 43(3), 211-246 (2001)
    • (2001) Journal of Machine Learning , vol.43 , Issue.3 , pp. 211-246
    • Azoury, K.1    Warmuth, M.K.2
  • 6
    • 84956865170 scopus 로고    scopus 로고
    • On Relative Loss Bounds in Generalized Linear Regression
    • Ciobanu, G., Pǎun, G. (eds.) FCT 1999. Springer, Heidelberg
    • Forster, J.: On Relative Loss Bounds in Generalized Linear Regression. In: Ciobanu, G., Pǎun, G. (eds.) FCT 1999. LNCS, vol. 1684, pp. 269-280. Springer, Heidelberg (1999)
    • (1999) LNCS , vol.1684 , pp. 269-280
    • Forster, J.1
  • 8
    • 0015000439 scopus 로고
    • Some results on Tchebycheffian spline functions
    • Kimeldorf, G.S., Wahba, G.: Some results on Tchebycheffian spline functions. J. Math. Anal. Applic. 33, 82-95 (1971)
    • (1971) J. Math. Anal. Applic. , vol.33 , pp. 82-95
    • Kimeldorf, G.S.1    Wahba, G.2
  • 11
    • 84865131152 scopus 로고    scopus 로고
    • A Generalized Representer Theorem
    • Helmbold, D.P., Williamson, B. (eds.) COLT/EuroCOLT 2001. Springer, Heidelberg
    • Schölkopf, B., Herbrich, R., Smola, A.J.: A Generalized Representer Theorem. In: Helmbold, D.P., Williamson, B. (eds.) COLT/EuroCOLT 2001. LNCS (LNAI), vol. 2111, pp. 416-426. Springer, Heidelberg (2001)
    • (2001) LNCS (LNAI) , vol.2111 , pp. 416-426
    • Schölkopf, B.1    Herbrich, R.2    Smola, A.J.3
  • 12
    • 0347243182 scopus 로고    scopus 로고
    • Nonlinear component analysis as a kernel eigenvalue problem
    • Schölkopf, B., Smola, A.J., Müller, K.R.: Nonlinear component analysis as a kernel eigenvalue problem. Neural Computation 10(5), 1299-1319 (1998)
    • (1998) Neural Computation , vol.10 , Issue.5 , pp. 1299-1319
    • Schölkopf, B.1    Smola, A.J.2    Müller, K.R.3
  • 14
    • 21844471282 scopus 로고    scopus 로고
    • Matrix exponentiated gradient updates for on-line learning and Bregman projections
    • Tsuda, K., Rätsch, G., Warmuth, M.K.: Matrix exponentiated gradient updates for on-line learning and Bregman projections. Journal of Machine Learning Research 6, 995-1018 (2005)
    • (2005) Journal of Machine Learning Research , vol.6 , pp. 995-1018
    • Tsuda, K.1    Rätsch, G.2    Warmuth, M.K.3
  • 15
    • 0035413537 scopus 로고    scopus 로고
    • Competitive on-line statistics
    • Vovk, V.: Competitive on-line statistics. International Statistical Review 69, 213-248 (2001)
    • (2001) International Statistical Review , vol.69 , pp. 213-248
    • Vovk, V.1
  • 17
    • 56349165656 scopus 로고    scopus 로고
    • Randomized PCA algorithms with regret bounds that are logarithmic in the dimension
    • Warmuth, M.K., Kuzmin, D.: Randomized PCA algorithms with regret bounds that are logarithmic in the dimension. Journal of Machine Learning Research 9, 2217-2250 (2008)
    • (2008) Journal of Machine Learning Research , vol.9 , pp. 2217-2250
    • Warmuth, M.K.1    Kuzmin, D.2
  • 18
    • 24944493450 scopus 로고    scopus 로고
    • Leaving the Span
    • Auer, P., Meir, R. (eds.) COLT 2005. Springer, Heidelberg Journal version in progress
    • Warmuth, M.K., Vishwanathan, S.V.N.: Leaving the Span. In: Auer, P., Meir, R. (eds.) COLT 2005. LNCS (LNAI), vol. 3559, pp. 366-381. Springer, Heidelberg (2005); Journal version in progress
    • (2005) LNCS (LNAI) , vol.3559 , pp. 366-381
    • Warmuth, M.K.1    Vishwanathan, S.V.N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.